Upgrading ILP Rules to First-Order Bayesian Networks.
Ratthachat ChatpatanasiriBoonserm KijsirikulPublished in: PAKDD (2003)
Keyphrases
- bayesian networks
- inductive logic programming
- background knowledge
- ilp systems
- relational learning
- horn clauses
- expert knowledge
- rule learning
- first order logic
- higher order
- learning bayesian networks
- association rule mining
- linear temporal logic
- association rules
- rule sets
- naive bayes
- text classification
- graphical models
- bayesian network structure
- machine learning
- probabilistic logic
- probabilistic modeling
- inference in bayesian networks
- probabilistic knowledge
- multiply sectioned bayesian networks
- theory revision
- complex domains
- probabilistic reasoning
- structure learning
- incomplete data
- probability distribution
- probabilistic model